Ontological Renamer
Renames projects and content with dense, meaningful ontological titles that describe essence and…
by 4444j99 · MIT
The skill
Renames projects and content with dense, meaningful ontological titles that describe essence and function. Combines 3-4 words using separator conventions (- for compound/close words, -- for distant concepts). Provides translations to Latin and Greek. Use when naming projects, repositories, systems, or concepts.
Ontological Renamer
Create dense, meaningful names for projects, systems, and concepts using ontological principles and classical language translations.
When to Use
- Naming new projects or repositories
- Renaming existing systems
- Creating brand identities
- Naming concepts, patterns, or frameworks
- Building taxonomies and vocabularies
Naming Methodology
Step 1: Identify Essence
What IS the thing? (noun/subject)
Questions:
- What category does it belong to?
- What is its fundamental nature?
- What metaphor best describes it?
Examples:
- A collection → repository, vault, archive
- A process → engine, forge, factory
- A connection → bridge, link, weave
Step 2: Identify Function
What does it DO? (verb/action)
Questions:
- What transformation does it perform?
- What problem does it solve?
- What capability does it provide?
Examples:
- Creates → forge, builder, generator
- Connects → bridge, link, mesh
- Organizes → lattice, matrix, graph
Step 3: Identify Domain
What CONTEXT does it operate in?
Questions:
- What field or industry?
- What system or ecosystem?
- What users or actors?
Examples:
- AI/ML → agent, model, neural
- Development → code, build, deploy
- Knowledge → wisdom, expertise, craft
Step 4: Combine
Form a 3-4 word compound that reads like a dense sentence.
Pattern: [Domain]-[Function]--[Essence]-[Modifier]
Examples:
- agent-skill--knowledge-forge
- code-craft--pattern-vault
- data-weave--insight-engine
Separator Conventions
Single Hyphen (-)
Use for magnetically close concepts that form a compound:
skill-bundle → "bundle of skills" (compound noun)
agent-powered → "powered by agents" (adjective)
code-craft → "craft of coding" (compound noun)
knowledge-base → "base of knowledge" (compound noun)
Double Hyphen (--)
Use for conceptual distance or category separation:
agent-skills--knowledge-engine
├── agent-skills (what it contains)
└── knowledge-engine (what it is)
frontend-toolkit--design-system
├── frontend-toolkit (domain)
└── design-system (function)
Decision Matrix
| Relationship | Separator | Example |
|---|---|---|
| Adjective + Noun | - | smart-agent |
| Noun + Noun (compound) | - | skill-bundle |
| Category + Instance | -- | dev-tools--linter |
| Domain + Function | -- | ml-ops--model-registry |
| What + How | -- | data--transform-engine |
Word Selection Rules
Ignore These Words
When forming names, filter out:
Articles: a, an, the
Prepositions: of, for, to, in, on, by, with
Conjunctions: and, or, but
Prefer Strong Words
Strong Nouns:
✓ forge, vault, engine, lattice, codex
✗ thing, stuff, helper, manager
Active Verbs:
✓ forge, weave, craft, build
✗ do, make, handle, process
Specific Terms:
✓ authentication, pipeline, schema
✗ security, flow, structure
Domain-Specific Vocabulary
| Domain | Strong Words |
|---|---|
| AI/Agents | agent, model, neural, inference, swarm |
| Development | code, build, deploy, pipeline, stack |
| Data | schema, query, transform, pipeline |
| Security | vault, shield, guard, sentinel |
| Knowledge | codex, archive, wisdom, expertise |
Classical Translations
Translation Approach
- Identify root concepts in English
- Find Latin/Greek equivalents
- Combine following classical morphology
- Verify pronunciation and semantic accuracy
Common Roots
| English | Latin | Greek |
|---|---|---|
| skill | ars, artis | technē |
| knowledge | scientia | epistēmē, gnōsis |
| agent | agens, agentis | praktōr |
| forge | fabrica | chalkeion |
| vault | camera | thalamos |
| codex | codex | biblos |
| mastery | magisterium | epistasia |
| bundle | fasciculus | desmos |
| craft | ars | technē |
| power | potestas | dynamis |
Translation Examples
skill-codex--agent-mastery
├── Latin: artium-codex--agentis-magisterium
└── Greek: technōn-biblos--praktoros-epistasia
agent-skill--knowledge-forge
├── Latin: ars-agentis--scientia-fabrica
└── Greek: technē-praktor--epistēmē-chalkeion
Name Generation Process
Example: AI Skills Repository
Context: A repository of skills that extend AI agent capabilities.
Step 1: Essence
- It's a collection (repository, vault, archive)
- It contains skills (capabilities, expertise)
- It's curated (codex, library)
Step 2: Function
- Extends capabilities (augment, enhance)
- Provides knowledge (expertise, mastery)
- Bundles together (bundle, collection)
Step 3: Domain
- AI agents (agent, autonomous)
- Skills/capabilities (skill, craft, art)
- Knowledge systems (knowledge, wisdom)
Step 4: Generate Candidates
1. agent-skill--knowledge-forge
"A forge of knowledge for agent skills"
2. skill-codex--agent-mastery
"A codex of skills for agent mastery"
3. capability-weave--agent-loom
"A loom that weaves agent capabilities"
4. praxis-bundle--agent-expertise
"A bundle of practical expertise for agents"
5. craft-matrix--agent-powers
"A matrix of crafts that power agents"
Step 5: Evaluate
| Name | Clarity | Memorability | Domain Fit |
|---|---|---|---|
| skill-codex--agent-mastery | High | High | High |
| agent-skill--knowledge-forge | High | Medium | High |
| capability-weave--agent-loom | Medium | Medium | Medium |
Winner: skill-codex--agent-mastery
Example: Authentication Library
Context: A library for handling user authentication.
Candidates:
1. auth-guard--access-sentinel
"A sentinel guarding access through authentication"
2. identity-forge--credential-vault
"A vault of credentials from an identity forge"
3. login-shield--session-keeper
"A shield and keeper of login sessions"
Output Format
When generating names, provide:
naming_proposal:
context: "Brief description of what's being named"
candidates:
- name: "english-compound--name"
meaning: "What this name conveys"
latin: "latin-translation"
greek: "greek-translation"
pros: ["list", "of", "strengths"]
cons: ["list", "of", "weaknesses"]
recommendation:
name: "recommended-name"
rationale: "Why this is the best choice"
Anti-Patterns
Avoid These
❌ Generic Names
my-project, cool-tool, awesome-thing
❌ Overloaded Terms
manager, handler, service, util
❌ Acronyms Without Meaning
XYZPT, QWERT
❌ Too Long
super-advanced-machine-learning-based-intelligent-agent-system
❌ Unclear Separators
agent_skill-knowledge--forge (mixing _ and -)
Prefer These
✓ Evocative Metaphors
forge, vault, weave, lattice
✓ Domain-Specific Terms
codex, praxis, schema
✓ Clear Compound Structure
skill-bundle, knowledge-forge
✓ Balanced Length (2-5 words)
agent-skill--knowledge-forge
References
references/naming-patterns.md— Compound naming patternsreferences/separator-conventions.md— Detailed separator rulesreferences/translation-guide.md— Latin/Greek translation guidancereferences/workflow-integration.md— Ecosystem integrationassets/word-roots.md— Common Latin/Greek roots
Related Skills
- documentation-generator: For documenting named concepts
- brand-guidelines: For visual identity to match names
Use this skill
Connect your agent to the Skill Store MCP server and ask for it by ref: 4444j99/ontological-renamer-85633778026.
Details
- Publisher
- 4444j99
- Category
- Business › Branding & design
- License
- MIT
- Updated
- 2026-10-17
References
More from 4444j99
- Accessibility Patterns Build inclusive web experiences following WCAG guidelines.
- Agent Development Pack Curated bundle for building, testing, and coordinating AI agent systems.
- Agent Swarm Orchestrator Designs multi-agent systems with coordinated agent swarms, task distribution, inter-agent communi…
- Agent Testing Patterns Test AI agent systems including tool use, multi-turn conversations, error recovery, and non-deter…